AI Features

How to scope, build, and ship one production AI feature inside a real product: UX, model workflow, backend, logs, and human handoff.

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A practical decision rule for choosing an AI assistant, agent, or copilot first, with controls, handoff rules, and scope examples.

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One letter, every Sunday. Working systems — not hot takes.

Build logs, working systems, and field notes from running a portfolio of AI ventures. Sent weekly, never more.